Wind power load factor in the United Kingdom by Constable, J, Aoyama, H

“…The monthly load factor for all renewable generators registered under the Obligation can be calculated from raw data issued by the regulator, the Office of Gas and Electricity Markets (Ofgem). …”

Complex-image-based sparse sar imaging and its equivalence by Bi, Hui, Bi, Guoan, Zhang, Bingchen, Hong, Wen

“…It is found that if the input MF-recovered SAR complex image is obtained via fully sampled raw data, the proposed method can achieve an identical high-resolution image to that obtained by the azimuth-range decouple algorithm. …”
Get full text

Multi-path region mining for weakly supervised 3D semantic segmentation on point clouds by Wei, Jiacheng, Lin, Guosheng, Yap, Kim-Hui, Hung, Tzu-Yi, Xie, Lihua

“…Then, we use the point-level pseudo label to train a point cloud segmentation network in a fully supervised manner. To the best of our knowledge, this is the first method that uses cloud-level weak labels on raw 3D space to train a point cloud semantic segmentation network. …”
Get full text

Heterogeneous dataflow architectures for FPGA-based sparse LU factorization by Siddhartha, Kapre, Nachiket

“…We combine software pre-processing and architecture customization to fully expose and exploit the underlying heterogeneity in the factorization algorithm. …”
Get full text
Get full text

Reliability analysis and data driven modelling of railway component failure by Wang, Jinlong

“…The novelty of this research mainly including: designing customized raw data processing, developing robust modelling framework, and providing implementable knowledge feedback for maintenance application. …”
Get full text

Detection of computer graphics using attention-based dual-branch convolutional neural network from fused color components by He, Peisong, Li, Haoliang, Wang, Hongxia, Zhang, Ruimei

“…Finally, the fused feature is fed into the following fully-connected layers to obtain final detection results. …”
Get full text

Data for the ‘Orchid Observers’ project by Shuttleworth, S, O’Donnell, J, Lintott, C, Tweddle, J

“…As of November 2018, two files from Orchid Observers had been deposited, both containing raw data from Zooniverse (milkman data) which is unedited and non-annotated. …”

An encoding scheme capturing generic priors and properties of amino acids improves protein classification by Zhou, Xinrui, Yin, Rui, Zheng, Jie, Kwoh, Chee-Keong

“…Expert knowledge can help design features to cast the raw symbolic data effectively. But generally, the features vary from case to case and have to be redesigned for a problem. …”
Get full text
Get full text

Semantic scene understanding on 3D point clouds by Dong, Shichao

“…However, in flexible production scenarios, certain tasks cannot yet be fully handled by robots and still require human involvement. …”
Get full text

Investigation of digital twins and metaverse by Chow, Harry Yun Fatt

“…The process requires the raw point cloud data from the LiDAR sensor to be manually processed and quality-assured by an engineer, which is a tedious, labour-intensive and time-consuming operation, leading to higher costs and longer project lifecycles. …”
Get full text

Composite material production of nonmetallic printed circuit board waste with recycled high density polyethylene by Muniyandi, Shantha Kumari

Get full text

An innovative design of household civil defence shelters by Khong, Zhi Cong.

“…In order to be less dependent on foreign imports for raw materials, there is a need to come up with alternatives to reduce the amount of sand needed. …”
Get full text

Streamoscope: A Low-Cost, Open-Source, USB-3-Capable Streaming Data Acquisition System for Low-Field MRI by Feld, Joseph W.

“…The Streamoscope can stream full-sample-rate raw MRI data into a computer to be processed in Python, enabling real time imaging. …”
Get full text

Antimicrobial activity, phytochemical and toxicity analyses of salam [Syzygium polyanthum (Wight) Walp.] leaf extract and its application in food by Ramli, Suzita

“…In conclusion, S. polyanthum extract exhibited antimicrobial activity, thus it can be developed as natural sanitizer for washing raw food materials and prevent the food spoilage during storage.…”
Get full text

Predicting Individual Well-Being in Teamwork Contexts Based on Speech Features by Zeulner, Tobias, Hagerer, Gerhard Johann, Müller, Moritz, Vazquez, Ignacio, Gloor, Peter A.

“…We propose a method to automatically derive social signals related to individual well-being in team collaboration from raw audio and video data collected in teamwork contexts. …”
Get full text

Automating Design Requirement Extraction From Text With Deep Learning by Akay, Haluk, Yang, Maria, Kim, Sang-Gook

“…For the case of textual documentation, poorly written superfluous descriptions filled with jargon are especially challenging for junior designers with less domain expertise to read. …”
Get full text

Immune Checkpoint Blockade sensitivity and Progression-Free Survival associates with baseline CD8+ T cell clone size and cytotoxicity by Watson, R, Tong, O, Taylor, C, Kumar Sharma, P, Verge De Los Aires, A, Mahe, E, Ruffieux, H, Nassiri, I, Middleton, M, Fairfax, B

“…For raw data, please refer to the FASTQ files which have been deposited in the European Genome–phenome Archive, which is hosted by the European Bioinformatics Institute and the Centre for Genomic Regulation (accession no. …”

Carbon nanomaterial/thermoplastic polyurethane composites for sports application : preparation, characterization and simulation by Jing, Qifei

“…Regarding the thermal stability, PU filled with 1 wt% FGO showed the largest extent of improvement. …”
Get full text